Projects, Plasma and Machine Learning
P2ML
Centro de Astrobiología
Madrid, EspañaPublicaciones en colaboración con investigadores/as de Centro de Astrobiología (3)
2024
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Using autoencoders and deep transfer learning to determine the stellar parameters of 286 CARMENES M dwarfs
Astronomy and Astrophysics, Vol. 687
2020
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The CARMENES search for exoplanets around M dwarfs: A deep learning approach to determine fundamental parameters of target stars
Astronomy and Astrophysics, Vol. 642
2018
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Estimates of the atmospheric parameters of M-type stars: A machine-learning perspective
Monthly Notices of the Royal Astronomical Society, Vol. 476, Núm. 1, pp. 1120-1139